Timeline
Automation of Linux server provisioning
Categories:
Information Technology
Highlights 🔗
- Developed automation solution for provisioning linux server in on-perm and cloud data center
Development of Key Performance Indicator report for UPS demo run
Categories:
Information Technology
Image captioning using CNN and LSTM
Categories:
Data Science
Highlights 🔗
- Image captioning is achieved by using Convolutional Neural Networks and Long Short Time Memory model
Log monitoring and Dashboard creation using ELK stack
Highlights 🔗
- Developed data pipelines for log data streams using filebeat and metricbeat
- Developed grok filters in logstash for pattern matching and log filtering
- Collected metrics and analytics are displayed in the dashboard created in
Solution Architect, Tata Consultancy Services
Work Experience 🔗
Full-time
Jul 2019 to Sep 2021
Farmington hills, Michigan, US
Highlights 🔗
- Lead production deployment of ignioâ„¢ AIOps and ignioâ„¢ AI.Digital Workspace
- Coded self-healing apps for handling Linux, Database, and Application alerts, resolving alerts within 10 secs
- Developed VM provisioning and Linux Administration scripts, automating 90% of the Onboarding process
- Experience in deploying ignioâ„¢ with High availability (HA) in distributed cloud platform using Ansible playbook
- Deployed Java applications in Apache Tomcat, Wild ly and managed microservices with Eureka Service Registry
- Built log stream pipeline with Elasticsearch, Logstash, Kibana, and Beats, reducing the debugging time by 90%
Prediction of CNC machine failire
Categories:
Data Science
Highlights 🔗
- Developed ML algorithm for prediction of CNC bearing failures
Facial Keypoint Detection using CNN
Highlights 🔗
- Built a custom CNN Deep learning regression model and trained to predict facial keypoints
Full Stack Developer, University of Cincinnati
Work Experience 🔗
Internship
Jun 2018 to Dec 2018
Intelligent Maintenance Systems Lab, UC CEAS
Cincinnati, Ohio, US
Highlights 🔗
- Lead production deployment of ignioâ„¢ AIOps and ignioâ„¢ AI.Digital Workspace
- Coded self-healing apps for handling Linux, Database, and Application alerts, resolving alerts within 10 secs
- Developed VM provisioning and Linux Administration scripts, automating 90% of the Onboarding process
- Experience in deploying ignioâ„¢ with High availability (HA) in distributed cloud platform using Ansible playbook
- Deployed Java applications in Apache Tomcat, Wild ly and managed microservices with Eureka Service Registry
- Built log stream pipeline with Elasticsearch, Logstash, Kibana, and Beats, reducing the debugging time by 90%
I'm Krishna
Software Engineer
